Haitao Zhou (周海涛) I am a Master's student from Beihang University(BUAA). And I am also an algorithm intern of AIsphere, where I work on video generation. I got my Undergraduate's degree from the BUAA. Recently, my research focuses on deep generative models(Diffusion models and its application) and sketch&SVG generation. Email  /  Google Scholar  /  Github

Publications (* equal contribution, ^† corresponding author)

	TrackGo: A Flexible and Efficient Method for Controllable Video Generation Haitao Zhou*, Chuang Wang*, Rui Nie, Jinxiao Lin, Dnogdong Yu, Qian Yu†, Changhu Wang† Association for the Advancement of Artificial Intelligence(AAAI), 2025 Paper

	SVGDreamer++: Advancing Editability and Diversity in Text-Guided SVG Generation Xingming Xing, Qian Yu†, Chuang Wang, Haitao Zhou, Jing Zhang, Dong Xu Transactions on Pattern Analysis and Machine Intelligence(T-PAMI), 2025 arXiv / Code

	SVGDreamer: Text Guided SVG Generation with Diffusion Model Xingming Xing, Haitao Zhou, Chuang Wang, Jing Zhang, Dong Xu, Qian Yu† Computer Vision and Pattern Recognition(CVPR), 2024 Paper / Code
	DiffSketcher: Text Guided Vector Sketch Synthesis through Latent Diffusion Models Xingming Xing, Chuang Wang, Haitao Zhou, Jing Zhang, Qian Yu†, Dong Xu Neural Information Processing Systems (NeurIPS), 2023 Paper / Code

Preprints (* equal contribution, ^† corresponding author)

	Inversion-by-Inversion: Exemplar-based Sketch-to-Photo Synthesis via Stochastic Differential Equations without Training Xingming Xing, Chuang Wang, Haitao Zhou, Zhihao Hu, Chongxuan Li, Dong Xu, Qian Yu† arXiv, 2023 arXiv / Code

Projects

	PyTorch-SVGRender PyTorch-SVGRender is the go-to library for differentiable rendering methods in SVG generation. It supports a variety of vectorization methods, including: Image-to-SVG, Text-to-SVG, Text-to-Sketch. Based on Pytorch, 2023 Project Page / Doc / Code

Work Experience

• AIsphere (Algorithm Intern), 2023.05~Now.

  Main job content: The construction and tuning of the basic model of video generation and the video super-resolution model; The lead person for the Magic Brush project.

Awards

• ACM-ICPC Asia Regional Contest Silver Medal, 2019

• Freshman Scholarship of Beihang University, 2023

• Huawei Smart Dock Scholarship, 2023

• Outstanding graduate of Beihang University, 2023

• Outstanding student award(Top 5%) of Beihang University, 2020;2021;2022

Professional Activities

• Reviewer for CVPR 2024~2025, MM 2024, AAAI 2025, ICCV 2025

Interests

• Reading, Coding and Harmonica.

• Enjoy tasting indie games.